Grok 4.5 + Hermes Agent = INSANE Research Combo
TL;DR
- Grok 4.5’s fit in Hermes is narrow: use it to form X queries, filter social noise, and orchestrate X-heavy research—not to write the final report. (source video nExFc3webLk, 02:39; 02:43; 04:53)
- Ron’s two recorded X-search runs took about 33 and 36 seconds. He says other models usually took about one or two minutes with the same tool; that is a dated, on-screen comparison, not a general benchmark. (source video nExFc3webLk, 03:28; 06:35; 06:40)
- The X search tool is not locked to Grok 4.5. Ron says any configured model can call it; his reason for routing this job to Grok is its better feel for slang, quote-tweet drama, signals, and engagement bait. (source video nExFc3webLk, 01:59; 02:24; 02:28)
- Keep coding and polished long-form research on another route. Ron says Grok 4.5 needs substantial guidance for code and is behind the models he names for comprehensive writing. (source video nExFc3webLk, 00:07; 02:43; 02:49)
Ron’s verdict
Do not turn “fast and cheap” into “use it for everything.” Grok 4.5 earns a specific role: put it at the front of an X-heavy Hermes pipeline, where it can search, tighten handles and dates, and separate news from memes or life updates. Then hand the selected sources to a stronger long-form writer, and keep coding somewhere else. Ron demonstrates the search behavior and timings, but his proposed orchestrator swap is still a plan for a follow-up—not a completed production comparison. (source video nExFc3webLk, 00:17; 03:08; 05:29; 06:06)
Key moments
- 00:00 — Coding weakness, research opportunity: Ron separates Grok 4.5’s weak first coding impression from its speed and cost advantage.
- 00:32 — Four access routes: the video lists a portal subscription, X Premium Plus or SuperGrok, an xAI API key, and an OpenRouter key.
- 01:59 — The Hermes X search tool: Ron explains that the tool can be called by models other than Grok 4.5.
- 02:24 — Why X-native filtering matters: the role is filtering keywords and news while recognizing X-specific social signals.
- 03:21 — Broad AI-news search: a 24-hour trend query invokes X search and completes in about 33 seconds.
- 04:14 — A second search resolves a naming mix-up: Hermes distinguishes two similarly named Meta image products in Ron’s test.
- 04:53 — Grok as orchestrator: Ron proposes replacing the current brain in his AI-news scraper.
- 06:17 — Best-fit workloads and final timing: scraping, news aggregation, and account-watchlist fetches close the case.
Useful quotes
“I think much guidance is needed for using Gro 4.5 to produce an output that you really like.” — Ron, source video nExFc3webLk, 00:07
“But in order to write a high quality research report, you need the right sources.” — Ron, source video nExFc3webLk, 02:57
“All I want is the news.” — Ron, source video nExFc3webLk, 05:49
The useful role split
An orchestrator is the model that decides what to search, how to filter it, and what should happen next. Ron’s claim is not that Grok 4.5 writes the best research. It is that Grok produces better first queries and searches again with tighter handles and dates, making it a candidate to control the source-gathering loop. (source video nExFc3webLk, 03:08; 04:48)
| Workload | What the video supports | Route from this evidence |
|---|---|---|
| X trend discovery | A broad 24-hour AI query returned a useful news sweep in about 33 seconds. (source video nExFc3webLk, 03:21; 03:28) | Grok 4.5 can lead the first search, with a human checking the sources. |
| X noise filtering | Ron says other models can collect irrelevant life updates, memes, and jokes, even when the prompt is tightened. (source video nExFc3webLk, 05:44; 05:51; 06:00) | Use Grok 4.5 as the filter/orchestrator for an X-heavy pipeline. |
| Account watchlists | Ron names tweet fetches from an account watchlist as a good fit. No watchlist run is demonstrated. (source video nExFc3webLk, 06:22) | Trial it, but do not treat the mention as measured performance. |
| Final research report | Ron says Grok 4.5 is not yet his choice for polished, comprehensive deep research. (source video nExFc3webLk, 02:43; 02:49) | Hand the gathered sources to a stronger writing model. |
| Coding | Ron’s earlier test required too much guidance to reach an output he liked. (source video nExFc3webLk, 00:01; 00:07) | Do not make Grok 4.5 the default coding route from this evidence. |
The demonstrated workflow—and its boundary
The simplest test starts with a broad question about what is trending in AI over the previous 24 hours. Hermes invokes X search, and Ron inspects the returned topics rather than accepting them silently. (source video nExFc3webLk, 03:17; 03:26; 03:38) A follow-up search then distinguishes two similarly named image products and gathers the relevant posts. (source video nExFc3webLk, 04:09; 04:14; 04:37)
The advanced version remains proposed. Ron’s existing project scrapes X for AI news and uses MiniMax M3 as the brain, with a base-URL override described in the transcript. He says he intends to replace that orchestrator with Grok 4.5 and report back. The video ends before that swap is tested, so it cannot support a claim about production recall, precision, cost per report, or reliability over repeated runs. (source video nExFc3webLk, 05:00; 05:12; 05:24; 06:06)
Routing checklist
- Is the task mainly X search, X scraping, news aggregation, or watchlist fetching? If no, this video does not establish a Grok 4.5 advantage. (source video nExFc3webLk, 06:17)
- Does the first pass need to reject engagement bait and irrelevant posts? If yes, Grok 4.5 is the candidate filter Ron recommends. (source video nExFc3webLk, 02:28; 05:44)
- Do you need a polished report or code as the final artifact? Route that stage elsewhere; those are the limitations Ron states directly. (source video nExFc3webLk, 00:07; 02:43)
- Can you inspect sources and compare repeated runs? Do that before promoting the proposed orchestrator swap to a production default. The need for repeated validation is companion guidance; the transcript only shows two timed searches and a planned pipeline change.
What changed since this video
The video was published July 9, 2026, and this companion was source-checked July 18, 2026 against its saved full transcript and timestamp segments. No current Hermes documentation, provider authentication flow, quota page, pricing page, model release note, or follow-up pipeline result was added. The four access routes, the reported 5% weekly-limit usage, and the 33/36-second timings are therefore filming-time observations, not promises about current availability, price, quota, or speed. (source video nExFc3webLk, 00:29; 01:00; 06:35) The transcript does not preserve exact setup commands, so this companion does not invent them.
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